rozasajneen
commited on
Commit
•
18d915c
1
Parent(s):
6f5bd23
Training in progress, epoch 1
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- model.safetensors +1 -1
- run-4/checkpoint-268/config.json +25 -0
- run-4/checkpoint-268/model.safetensors +3 -0
- run-4/checkpoint-268/optimizer.pt +3 -0
- run-4/checkpoint-268/rng_state.pth +3 -0
- run-4/checkpoint-268/scheduler.pt +3 -0
- run-4/checkpoint-268/special_tokens_map.json +7 -0
- run-4/checkpoint-268/tokenizer.json +0 -0
- run-4/checkpoint-268/tokenizer_config.json +55 -0
- run-4/checkpoint-268/trainer_state.json +44 -0
- run-4/checkpoint-268/training_args.bin +3 -0
- run-4/checkpoint-268/vocab.txt +0 -0
- run-4/checkpoint-402/config.json +25 -0
- run-4/checkpoint-402/model.safetensors +3 -0
- run-4/checkpoint-402/optimizer.pt +3 -0
- run-4/checkpoint-402/rng_state.pth +3 -0
- run-4/checkpoint-402/scheduler.pt +3 -0
- run-4/checkpoint-402/special_tokens_map.json +7 -0
- run-4/checkpoint-402/tokenizer.json +0 -0
- run-4/checkpoint-402/tokenizer_config.json +55 -0
- run-4/checkpoint-402/trainer_state.json +53 -0
- run-4/checkpoint-402/training_args.bin +3 -0
- run-4/checkpoint-402/vocab.txt +0 -0
- run-4/checkpoint-536/config.json +25 -0
- run-4/checkpoint-536/model.safetensors +3 -0
- run-4/checkpoint-536/optimizer.pt +3 -0
- run-4/checkpoint-536/rng_state.pth +3 -0
- run-4/checkpoint-536/scheduler.pt +3 -0
- run-4/checkpoint-536/special_tokens_map.json +7 -0
- run-4/checkpoint-536/tokenizer.json +0 -0
- run-4/checkpoint-536/tokenizer_config.json +55 -0
- run-4/checkpoint-536/trainer_state.json +69 -0
- run-4/checkpoint-536/training_args.bin +3 -0
- run-4/checkpoint-536/vocab.txt +0 -0
- run-4/checkpoint-670/config.json +25 -0
- run-4/checkpoint-670/model.safetensors +3 -0
- run-4/checkpoint-670/optimizer.pt +3 -0
- run-4/checkpoint-670/rng_state.pth +3 -0
- run-4/checkpoint-670/scheduler.pt +3 -0
- run-4/checkpoint-670/special_tokens_map.json +7 -0
- run-4/checkpoint-670/tokenizer.json +0 -0
- run-4/checkpoint-670/tokenizer_config.json +55 -0
- run-4/checkpoint-670/trainer_state.json +78 -0
- run-4/checkpoint-670/training_args.bin +3 -0
- run-4/checkpoint-670/vocab.txt +0 -0
- run-5/checkpoint-535/config.json +25 -0
- run-5/checkpoint-535/model.safetensors +3 -0
- run-5/checkpoint-535/optimizer.pt +3 -0
- run-5/checkpoint-535/rng_state.pth +3 -0
- run-5/checkpoint-535/scheduler.pt +3 -0
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 267832560
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f8faef3b23eaff2c363d74cc3e31d0922f626b504dff2127806023ff5ed2cc6
|
3 |
size 267832560
|
run-4/checkpoint-268/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
run-4/checkpoint-268/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3383a6abb459361735e834015edbdbc4acd3355935f796907d6f9c71946f4736
|
3 |
+
size 267832560
|
run-4/checkpoint-268/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6dc9ca4c79c6d83c2101ab7c78d89d18d9c73b0fae5309186137fb6e9ba3ceb3
|
3 |
+
size 535727290
|
run-4/checkpoint-268/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f3555eb631955363a6f962caf400c4cfa9836ed1849798c8d3679002751fa972
|
3 |
+
size 14308
|
run-4/checkpoint-268/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3311b8b574c75d217575c446a4ad24ffe5ac5d62122c21d187e2affdbc895f16
|
3 |
+
size 1064
|
run-4/checkpoint-268/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-268/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-268/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-4/checkpoint-268/trainer_state.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.4857615494749571,
|
3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-268",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 268,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_loss": 0.4793247580528259,
|
14 |
+
"eval_matthews_correlation": 0.41721186495955986,
|
15 |
+
"eval_runtime": 0.7047,
|
16 |
+
"eval_samples_per_second": 1480.003,
|
17 |
+
"eval_steps_per_second": 93.653,
|
18 |
+
"step": 134
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 2.0,
|
22 |
+
"eval_loss": 0.5243192315101624,
|
23 |
+
"eval_matthews_correlation": 0.4857615494749571,
|
24 |
+
"eval_runtime": 0.7767,
|
25 |
+
"eval_samples_per_second": 1342.919,
|
26 |
+
"eval_steps_per_second": 84.979,
|
27 |
+
"step": 268
|
28 |
+
}
|
29 |
+
],
|
30 |
+
"logging_steps": 500,
|
31 |
+
"max_steps": 670,
|
32 |
+
"num_input_tokens_seen": 0,
|
33 |
+
"num_train_epochs": 5,
|
34 |
+
"save_steps": 500,
|
35 |
+
"total_flos": 0,
|
36 |
+
"train_batch_size": 64,
|
37 |
+
"trial_name": null,
|
38 |
+
"trial_params": {
|
39 |
+
"learning_rate": 8.359942777903227e-05,
|
40 |
+
"num_train_epochs": 5,
|
41 |
+
"per_device_train_batch_size": 64,
|
42 |
+
"seed": 24
|
43 |
+
}
|
44 |
+
}
|
run-4/checkpoint-268/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dbe6e3427aa9b8f76859978c9610153c5ea040a7b3849026173b26b4eb6e25c7
|
3 |
+
size 4984
|
run-4/checkpoint-268/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-402/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
run-4/checkpoint-402/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0fe00cf0f36f858716e83a6e0010c14f7568f34af5bfdcf8a2539cbf19b8538
|
3 |
+
size 267832560
|
run-4/checkpoint-402/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6f29b1d7f3761c2e52bc174d84bd5fa12ae45ddcc7c90546cd5847d64205fa1a
|
3 |
+
size 535727290
|
run-4/checkpoint-402/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dcd6b7a38a6047632ee5ad39fcd32f4e17ab531a71382eea1de3c665cd385337
|
3 |
+
size 14308
|
run-4/checkpoint-402/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f9674863f352a64a8d6e447b12472ef2193881c5f94ccd249745d33c675cad98
|
3 |
+
size 1064
|
run-4/checkpoint-402/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-402/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-402/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-4/checkpoint-402/trainer_state.json
ADDED
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.5127204235005072,
|
3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-402",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 402,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_loss": 0.4793247580528259,
|
14 |
+
"eval_matthews_correlation": 0.41721186495955986,
|
15 |
+
"eval_runtime": 0.7047,
|
16 |
+
"eval_samples_per_second": 1480.003,
|
17 |
+
"eval_steps_per_second": 93.653,
|
18 |
+
"step": 134
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 2.0,
|
22 |
+
"eval_loss": 0.5243192315101624,
|
23 |
+
"eval_matthews_correlation": 0.4857615494749571,
|
24 |
+
"eval_runtime": 0.7767,
|
25 |
+
"eval_samples_per_second": 1342.919,
|
26 |
+
"eval_steps_per_second": 84.979,
|
27 |
+
"step": 268
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 3.0,
|
31 |
+
"eval_loss": 0.6017581224441528,
|
32 |
+
"eval_matthews_correlation": 0.5127204235005072,
|
33 |
+
"eval_runtime": 0.7858,
|
34 |
+
"eval_samples_per_second": 1327.328,
|
35 |
+
"eval_steps_per_second": 83.992,
|
36 |
+
"step": 402
|
37 |
+
}
|
38 |
+
],
|
39 |
+
"logging_steps": 500,
|
40 |
+
"max_steps": 670,
|
41 |
+
"num_input_tokens_seen": 0,
|
42 |
+
"num_train_epochs": 5,
|
43 |
+
"save_steps": 500,
|
44 |
+
"total_flos": 0,
|
45 |
+
"train_batch_size": 64,
|
46 |
+
"trial_name": null,
|
47 |
+
"trial_params": {
|
48 |
+
"learning_rate": 8.359942777903227e-05,
|
49 |
+
"num_train_epochs": 5,
|
50 |
+
"per_device_train_batch_size": 64,
|
51 |
+
"seed": 24
|
52 |
+
}
|
53 |
+
}
|
run-4/checkpoint-402/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dbe6e3427aa9b8f76859978c9610153c5ea040a7b3849026173b26b4eb6e25c7
|
3 |
+
size 4984
|
run-4/checkpoint-402/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-536/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
run-4/checkpoint-536/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:da46f7ffbafb86b684fdab60d5ebd77f310ee0f9b88e243454405a1cda6fe856
|
3 |
+
size 267832560
|
run-4/checkpoint-536/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6a2d067d324bef3581640d650090bee93348b4db18b3724f47240e15bc783d02
|
3 |
+
size 535727290
|
run-4/checkpoint-536/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d82bf028df2c2e35df0c6c234b9740a0803dfc7005ef2834a500e80e05038eba
|
3 |
+
size 14308
|
run-4/checkpoint-536/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:94c8708b3b904da2a14c40f19b022bce13e54bb615c87806b07ba2c36287b911
|
3 |
+
size 1064
|
run-4/checkpoint-536/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-536/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-536/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-4/checkpoint-536/trainer_state.json
ADDED
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.516230230689141,
|
3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-536",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 536,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_loss": 0.4793247580528259,
|
14 |
+
"eval_matthews_correlation": 0.41721186495955986,
|
15 |
+
"eval_runtime": 0.7047,
|
16 |
+
"eval_samples_per_second": 1480.003,
|
17 |
+
"eval_steps_per_second": 93.653,
|
18 |
+
"step": 134
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 2.0,
|
22 |
+
"eval_loss": 0.5243192315101624,
|
23 |
+
"eval_matthews_correlation": 0.4857615494749571,
|
24 |
+
"eval_runtime": 0.7767,
|
25 |
+
"eval_samples_per_second": 1342.919,
|
26 |
+
"eval_steps_per_second": 84.979,
|
27 |
+
"step": 268
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 3.0,
|
31 |
+
"eval_loss": 0.6017581224441528,
|
32 |
+
"eval_matthews_correlation": 0.5127204235005072,
|
33 |
+
"eval_runtime": 0.7858,
|
34 |
+
"eval_samples_per_second": 1327.328,
|
35 |
+
"eval_steps_per_second": 83.992,
|
36 |
+
"step": 402
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 3.73,
|
40 |
+
"grad_norm": 3.175116539001465,
|
41 |
+
"learning_rate": 2.121179510811267e-05,
|
42 |
+
"loss": 0.2876,
|
43 |
+
"step": 500
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"epoch": 4.0,
|
47 |
+
"eval_loss": 0.7295573949813843,
|
48 |
+
"eval_matthews_correlation": 0.516230230689141,
|
49 |
+
"eval_runtime": 0.7821,
|
50 |
+
"eval_samples_per_second": 1333.555,
|
51 |
+
"eval_steps_per_second": 84.386,
|
52 |
+
"step": 536
|
53 |
+
}
|
54 |
+
],
|
55 |
+
"logging_steps": 500,
|
56 |
+
"max_steps": 670,
|
57 |
+
"num_input_tokens_seen": 0,
|
58 |
+
"num_train_epochs": 5,
|
59 |
+
"save_steps": 500,
|
60 |
+
"total_flos": 210826263292620.0,
|
61 |
+
"train_batch_size": 64,
|
62 |
+
"trial_name": null,
|
63 |
+
"trial_params": {
|
64 |
+
"learning_rate": 8.359942777903227e-05,
|
65 |
+
"num_train_epochs": 5,
|
66 |
+
"per_device_train_batch_size": 64,
|
67 |
+
"seed": 24
|
68 |
+
}
|
69 |
+
}
|
run-4/checkpoint-536/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dbe6e3427aa9b8f76859978c9610153c5ea040a7b3849026173b26b4eb6e25c7
|
3 |
+
size 4984
|
run-4/checkpoint-536/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-670/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
run-4/checkpoint-670/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4f236e7bc07911b0202d2a0c9d8b33a102289900d88a1fffd24d6f8a4da5fb74
|
3 |
+
size 267832560
|
run-4/checkpoint-670/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1eea31cd40114c629fd466b9e5185aff0448f319c7202f0c7468edc9eb499841
|
3 |
+
size 535727290
|
run-4/checkpoint-670/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d5d032dd752baa9b40c95529b665302cb6ab7131fc6cc6430740e5c15081dc53
|
3 |
+
size 14308
|
run-4/checkpoint-670/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4860180558576ebcfce8a1c9beb42b868dcec43ca037264331469fdb32eeaf44
|
3 |
+
size 1064
|
run-4/checkpoint-670/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-4/checkpoint-670/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-4/checkpoint-670/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-4/checkpoint-670/trainer_state.json
ADDED
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.5282404248888111,
|
3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-670",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 670,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_loss": 0.4793247580528259,
|
14 |
+
"eval_matthews_correlation": 0.41721186495955986,
|
15 |
+
"eval_runtime": 0.7047,
|
16 |
+
"eval_samples_per_second": 1480.003,
|
17 |
+
"eval_steps_per_second": 93.653,
|
18 |
+
"step": 134
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 2.0,
|
22 |
+
"eval_loss": 0.5243192315101624,
|
23 |
+
"eval_matthews_correlation": 0.4857615494749571,
|
24 |
+
"eval_runtime": 0.7767,
|
25 |
+
"eval_samples_per_second": 1342.919,
|
26 |
+
"eval_steps_per_second": 84.979,
|
27 |
+
"step": 268
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 3.0,
|
31 |
+
"eval_loss": 0.6017581224441528,
|
32 |
+
"eval_matthews_correlation": 0.5127204235005072,
|
33 |
+
"eval_runtime": 0.7858,
|
34 |
+
"eval_samples_per_second": 1327.328,
|
35 |
+
"eval_steps_per_second": 83.992,
|
36 |
+
"step": 402
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 3.73,
|
40 |
+
"grad_norm": 3.175116539001465,
|
41 |
+
"learning_rate": 2.121179510811267e-05,
|
42 |
+
"loss": 0.2876,
|
43 |
+
"step": 500
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"epoch": 4.0,
|
47 |
+
"eval_loss": 0.7295573949813843,
|
48 |
+
"eval_matthews_correlation": 0.516230230689141,
|
49 |
+
"eval_runtime": 0.7821,
|
50 |
+
"eval_samples_per_second": 1333.555,
|
51 |
+
"eval_steps_per_second": 84.386,
|
52 |
+
"step": 536
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 5.0,
|
56 |
+
"eval_loss": 0.8349049687385559,
|
57 |
+
"eval_matthews_correlation": 0.5282404248888111,
|
58 |
+
"eval_runtime": 1.5,
|
59 |
+
"eval_samples_per_second": 695.316,
|
60 |
+
"eval_steps_per_second": 43.999,
|
61 |
+
"step": 670
|
62 |
+
}
|
63 |
+
],
|
64 |
+
"logging_steps": 500,
|
65 |
+
"max_steps": 670,
|
66 |
+
"num_input_tokens_seen": 0,
|
67 |
+
"num_train_epochs": 5,
|
68 |
+
"save_steps": 500,
|
69 |
+
"total_flos": 210826263292620.0,
|
70 |
+
"train_batch_size": 64,
|
71 |
+
"trial_name": null,
|
72 |
+
"trial_params": {
|
73 |
+
"learning_rate": 8.359942777903227e-05,
|
74 |
+
"num_train_epochs": 5,
|
75 |
+
"per_device_train_batch_size": 64,
|
76 |
+
"seed": 24
|
77 |
+
}
|
78 |
+
}
|
run-4/checkpoint-670/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dbe6e3427aa9b8f76859978c9610153c5ea040a7b3849026173b26b4eb6e25c7
|
3 |
+
size 4984
|
run-4/checkpoint-670/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-5/checkpoint-535/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
run-5/checkpoint-535/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f8faef3b23eaff2c363d74cc3e31d0922f626b504dff2127806023ff5ed2cc6
|
3 |
+
size 267832560
|
run-5/checkpoint-535/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:78d1b067cce2a432c584e3c217b5ac5359b5c9b05f44e0cd28547dd5347db19f
|
3 |
+
size 535727290
|
run-5/checkpoint-535/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fcab177d8880a047d5457ee3cb55b6fe077e5fc14e2c24f62896c955493aabb5
|
3 |
+
size 14244
|
run-5/checkpoint-535/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:098d5d650c71f7ffc85040cf920d0791c5a5ae306b5e675f61bb6cca1d8ddea2
|
3 |
+
size 1064
|